松島 慎

mdx: A Cloud Platform for Supporting Data Science and Cross-Disciplinary Research Collaborations 

2022 IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf on Pervasive Intelligence and Computing, Intl Conf on Cloud and Big Data Computing, Intl Conf on Cyber Science and Technology Congress (DASC/PiCom/CBDCom/CyberSciTech) abs/2203.14188 1-7 2022年9月12日  査読有り

Detection of Unobserved Common Cause in Discrete Data Based on the MDL Principle. 

IEEE International Conference on Big Data 45-54 2022年  査読有り最終著者責任著者

Coordinate Descent Method for Log-linear Model on Posets 

2020 IEEE 7th International Conference on Data Science and Advanced Analytics (DSAA) 99-108 2020年10月1日  査読有り最終著者責任著者

Grafting for combinatorial binary model using frequent itemset mining. 

Data Mining and Knowledge Discovery 34(1) 101-123 2020年  査読有り

Scaling multinomial logistic regression via hybrid parallelism 

Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining 1460-1470 2019年7月25日  査読有り

Model Selection for Non-Negative Tensor Factorization with Minimum Description Length. 

Entropy (Special Issue of Information-Theoretical Methods in Data Mining) 21(7) 632 2019年6月  査読有り責任著者

Traffic Risk Mining From Heterogeneous Road Statistics 

IEEE Transactions on Intelligent Transportation Systems 19(11) 3662-3675 2018年11月  査読有り責任著者

Sparse Graphical Modeling via Stochastic Complexity. 

Proceedings of the 2017 SIAM International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017. 723-731 2017年  査読有り

Distributed Stochastic Optimization of Regularized Risk via Saddle-Point Problem 

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 10534 460-476 2017年  査読有り筆頭著者責任著者

Asynchronous feature extraction for large-scale linear predictors 

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 9851 604-618 2016年  査読有り筆頭著者最終著者責任著者

Traffic Risk Mining Using Partially Ordered Non-negative Matrix Factorization 

PROCEEDINGS OF 3RD IEEE/ACM INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ADVANCED ANALYTICS, (DSAA 2016) 622-631 2016年  査読有り

Web Behavior Analysis Using Sparse Non-Negative Matrix Factorization 

PROCEEDINGS OF 3RD IEEE/ACM INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ADVANCED ANALYTICS, (DSAA 2016) 574-583 2016年  査読有り

Traffic Risk Mining from Heterogeneous Road Statistics 

PROCEEDINGS OF THE 2015 IEEE INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ADVANCED ANALYTICS (IEEE DSAA 2015) 989-998 2015年  査読有り

Feature-aware regularization for sparse online learning 

SCIENCE CHINA-INFORMATION SCIENCES 57(5) 1-21 2014年5月  査読有り

Linear support vector machines via dual cached loops 

Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining 177-185 2012年  査読有り筆頭著者責任著者

Healing Truncation Bias : Self-weighted Truncation framework for Dual Averaging 

12TH IEEE INTERNATIONAL CONFERENCE ON DATA MINING (ICDM 2012) 575-584 2012年  査読有り

Frequency-Aware Truncated Methods for Sparse Online Learning 

MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES, PT II 6912 533-548 2011年  査読有り